{"slug":"smallnest-prompt-optimizer","source_name":"smallnest/prompt-optimizer","name":"Smallnest/Prompt Optimizer","description":"Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or lack necessary details. Supports two modes - Interactive Mode (uses AskUserQuestion tool for guided clarification) and Direct Analysis Mode (provides optimization suggestions). Triggers on prompts containing vague language like \"something\", \"thing\", \"stuff\", \"it\", or when requests lack context, tec","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":237.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T18:39:28.434330+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":63.6,"without_pass_pct":45.5,"tokens_delta_pct":237.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T18:39:28.434330+00:00","run_id":"9f76e5ba-3e0f-4a02-83fd-5ca1a9e711d0","latest_attempt":{"id":"9f76e5ba-3e0f-4a02-83fd-5ca1a9e711d0","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-24T18:39:28.434330+00:00","gate":null},"version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":1,"total_uses":43,"total_users":2,"manifest_hash":"a1394d826c8d277cacf41447463c2e2dd66427b0873434651cb9bd8e36123c3b","install_name":"smallnest-prompt-optimizer","version_id":"3ac55864-24df-43eb-a1c9-ddac8ecad225","body_sha256":"a1394d826c8d277cacf41447463c2e2dd66427b0873434651cb9bd8e36123c3b","render_hash":"b8672dc07e54bdf46be2b000b9b44f13a47d76eebce6a82cc7be6fccb78a7e24","raw_url":"https://app.decimal.ai/s/smallnest-prompt-optimizer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/smallnest-prompt-optimizer"}